seoultech.ac.krEducation & Experiences
2025.05 - present, Research Assistant, Computer Architecture Lab, Seoul National University of Science and Technology.
2023.03 - present, Undergraduate Student, Dept. of Electronic, Seoul National University of Science and Technology.
2023.03 - present, Undergraduate Student, Dept. of Electronic, Seoul National University of Science and Technology.
Research Interests
AI Hardware Accelerator
LLM Quantization
Digital System Design
LLM Quantization
Digital System Design
Publications
International Conferences
- 3 ACIO: Always-Complete Isolation of Outliers with Parallelism-Amortized Hardware for Low-Bit LLM QuantizationThe 35th International Conference on Parallel Architectures and Compilation Techniques (PACT src) · Chicago, Illinois · 2026
- 2 ACIO Encoder: Always Complete Isolation of Outliers for Low-Precision LLM QuantizationThe 23rd International SoC Conference (ISOCC) · Incheon · 2026
- 1 Why Are Differentiable Weightless Neural Networks Robust to Sensor Noise? Three Mechanisms for Edge HARIEEE/ACM Embedded Systems Week - International Conference on Codesign of Embedded Systems (ESWEEK-CODES) · Barcelona · 2026
Korean Conferences
- 2
- 1 BF16-to-BFP Conversion Architecture for Systolic Array ComputationThe 33rd Korean Conference on Semiconductors (KCS) · Jan. 2026
Presentations
- 2. ACIO Encoder: Always Complete Isolation of Outliers for Low-Precision LLM Quantization,
Jihyeon Hwang, Jungwoo Park, Taehong Min, and Seung Eun Lee,
The 23rd International SoC Conference (ISOCC 2026), Oct. 2026. - 1. BF16-to-BFP Conversion Architecture for Systolic Array Computation,
Jihyeon Hwang, Taehong Min, Jungwoo Park, and Seung Eun Lee,
The 33rd Korean Conference on Semiconductors (KCS 2026), Jan. 2026.
Awards
- 2026.10.15. | 2026 Korea Student Semiconductor IC Design Contest - Corporate (Telechips) Special Award
Topic: Bit-Level Fusion Accelerator 기반 정맥인식 임베디드 시스템
Korea Semiconductor Industry Association
Skills
- High-level Programming Language: Python
- Hardware Description Language: Verilog
- FPGA Design Tools: Quartus II, Vivado
- EDA Tools: ModelSim
Training
2026.07.20-07.21 [IDEC] 고효율 인공지능 가속기 설계 기초
Courses
Micro Processor | Operating System
Computer Architecture | Mobile Programming | Deep Learning | Electronic Circuits2 | Control Systems Engineering
Digital System Design | Data Structures and Algorithms | Digital Signal Processing | Electronic Circuits | Semiconductor Process | Control Engineering
Electromagnetics | Digital Logic Circuit | Signal and Systems | Circuit Theory
Computer Programming (C Programming) | Engineering Mathmatics | Electrical and Electronic Experiment
Computer Architecture | Mobile Programming | Deep Learning | Electronic Circuits2 | Control Systems Engineering
Digital System Design | Data Structures and Algorithms | Digital Signal Processing | Electronic Circuits | Semiconductor Process | Control Engineering
Electromagnetics | Digital Logic Circuit | Signal and Systems | Circuit Theory
Computer Programming (C Programming) | Engineering Mathmatics | Electrical and Electronic Experiment